Non-invasive contrast enhancement for retinal fundus imaging. - Ahmad Fadzil M. Hani; Toufique Ahmed Soomro; Ibrahima Faye (ICCSCE, 2013)

Identification of noise in the fundus images. - Ahmad Fadzil M. Hani; Toufique Ahmed Soomro; Ibrahima Faye; Nidal S. Kamel; Norashikin Yahya (ICCSCE, 2013)

Study of the Noise Level in the Colour Fundus Images. - Toufique Ahmed Soomro; Junbin Gao (ICDS, 2015)

Role of Image Contrast Enhancement Technique for Ophthalmologist as Diagnostic Tool for Diabetic Retinopathy. - Toufique Ahmed Soomro; Junbin Gao; Mohammad A. U. Khan; Tariq Mahmood Khan; Manoranjan Paul (DICTA, 2016)

Automatic Retinal Vessel Extraction Algorithm. - Toufique Ahmed Soomro; Mohammad A. U. Khan; Junbin Gao; Tariq Mahmood Khan; Manoranjan Paul; Nighat Mir (DICTA, 2016)

Neural network based denoised methods for retinal fundus images and MRI brain images. - Toufique Ahmed Soomro; Junbin Gao (IJCNN, 2016)

Automatic retinal vessel extraction algorithm based on contrast-sensitive schemes. - Mohammad A. U. Khan; Toufique Ahmed Soomro; Tariq Mahmood Khan; Donald G. Bailey; Junbin Gao; Nighat Mir (IVCNZ, 2016)

Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation. - Shafiullah Soomro; Farhan Akram; Jeong-Heon Kim; Toufique Ahmed Soomro; Kwang Nam Choi (Comput. Math. Methods Medicine, 2016)

Boosting Sensitivity of a Retinal Vessel Segmentation Algorithm with Convolutional Neural Network. - Toufique Ahmed Soomro; Ahmed J. Afifi; Junbin Gao; Olaf Hellwich; Mohammad A. U. Khan; Manoranjan Paul; Lihong Zheng (DICTA, 2017)

Retinal blood vessel extraction method based on basic filtering schemes. - Toufique Ahmed Soomro; Manoranjan Paul; Junbin Gao; Lihong Zheng (ICIP, 2017)

Computerised approaches for the detection of diabetic retinopathy using retinal fundus images: a survey. - Toufique Ahmed Soomro; Junbin Gao; Tariq Mahmood Khan; Ahmad Fadzil M. Hani; Mohammad A. U. Khan; Manoranjan Paul (Pattern Anal. Appl., 2017)

Contrast normalization steps for increased sensitivity of a retinal image segmentation method. - Toufique Ahmed Soomro; Mohammad A. U. Khan; Junbin Gao; Tariq Mahmood Khan; Manoranjan Paul (Signal Image Video Process., 2017)

Retinal Blood Vessels Extraction of Challenging Images. - Toufique Ahmed Soomro; Junbin Gao; Lihong Zheng; Ahmed J. Afifi; Shafiullah Soomro; Manoranjan Paul (AusDM, 2018)

Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss. - Toufique Ahmed Soomro; Olaf Hellwich; Ahmed J. Afifi; Manoranjan Paul; Junbin Gao; Lihong Zheng (DICTA, 2018)

Simultaneous Object Classification and Viewpoint Estimation using Deep Multi-task Convolutional Neural Network. - Ahmed J. Afifi; Olaf Hellwich; Toufique Ahmed Soomro (VISIGRAPP (5: VISAPP), 2018)

Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels Segmentation. - Toufique Ahmed Soomro; Tariq Mahmood Khan; Mohammad A. U. Khan; Junbin Gao; Manoranjan Paul; Lihong Zheng (IEEE Access, 2018)

An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization. - Shafiullah Soomro; Toufique Ahmed Soomro; Kwang Nam Choi (IEEE Access, 2018)

Hybrid Active Contours Driven by Edge and Region Fitting Energies Based on p-Laplace Equation. - Asad Munir; Shafiullah Soomro; Muhammad Tanseef Shahid; Toufique Ahmed Soomro; Kwang Nam Choi (IEEE Access, 2019)

Impact of Image Enhancement Technique on CNN Model for Retinal Blood Vessels Segmentation. - Toufique Ahmed Soomro; Ahmed J. Afifi; Ahmed Ali; Shafiullah Soomro; Gulsher Baloch; Lihong Zheng; Ming Yin 002; Junbin Gao (IEEE Access, 2019)

Deep Learning Models for Retinal Blood Vessels Segmentation: A Review. - Toufique Ahmed Soomro; Ahmed J. Afifi; Lihong Zheng; Shafiullah Soomro; Junbin Gao; Olaf Hellwich; Manoranjan Paul (IEEE Access, 2019)

Strided fully convolutional neural network for boosting the sensitivity of retinal blood vessels segmentation. - Toufique Ahmed Soomro; Ahmed J. Afifi; Junbin Gao; Olaf Hellwich; Lihong Zheng; Manoranjan Paul (Expert Syst. Appl., 2019)

A generalized multi-scale line-detection method to boost retinal vessel segmentation sensitivity. - Mohammad A. U. Khan; Tariq Mahmood Khan; Donald G. Bailey; Toufique Ahmed Soomro (Pattern Anal. Appl., 2019)

Boosting sensitivity of a retinal vessel segmentation algorithm. - Mohammad A. U. Khan; Tariq Mahmood Khan; Toufique Ahmed Soomro; Nighat Mir; Junbin Gao (Pattern Anal. Appl., 2019)

Mini V-Net: Depth Estimation from Single Indoor-Outdoor Images using Strided-CNN. - Ahmed J. Afifi; Olaf Hellwich; Toufique Ahmed Soomro (VISIGRAPP (5: VISAPP), 2020)

An Enhanced Image Fusion Algorithm by Combined Histogram Equalization and Fast Gray Level Grouping Using Multi-Scale Decomposition and Gray-PCA. - Jameel Ahmed Bhutto; Lianfang Tian; Qiliang Du; Toufique Ahmed Soomro; Yu Lubin; Muhammad Faizan Tahir (IEEE Access, 2020)

Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere. - Ahmed J. Afifi; Jannes Magnusson; Toufique Ahmed Soomro; Olaf Hellwich (IEEE Access, 2021)

A Scale Normalized Generalized LoG Detector Approach for Retinal Vessel Segmentation. - Mohammad A. U. Khan; Faizan Abdullah; Awais Akram; Rizwan Ali Naqvi; Mehwish Mehmood; Dildar Hussain; Toufique Ahmed Soomro (IEEE Access, 2021)

An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering. - Shafiullah Soomro; Asad Munir; Asif Aziz Memon; Toufique Ahmed Soomro; Kwang Nam Choi (IEEE Access, 2021)

Rapid On-Site Weed Identification with Machine Learning. - Lihong Zheng; Alex Oczkowski; Toufique Ahmed Soomro; Hanwen Wu (PSIVT, 2022)

Artificial intelligence (AI) for medical imaging to combat coronavirus disease (COVID-19): a detailed review with direction for future research. - Toufique Ahmed Soomro; Lihong Zheng; Ahmed J. Afifi; Ahmed Ali; Ming Yin 002; Junbin Gao (Artif. Intell. Rev., 2022)

An Improved Infrared and Visible Image Fusion Using an Adaptive Contrast Enhancement Method and Deep Learning Network with Transfer Learning. - Jameel Ahmed Bhutto; Lianfang Tian; Qiliang Du; Zhengzheng Sun; Yu Lubin; Toufique Ahmed Soomro (Remote. Sens., 2022)

Impact of Image Enhancement Module for Analysis of Mammogram Images for Diagnostics of Breast Cancer. - Yassir Edrees Almalki; Toufique Ahmed Soomro; Muhammad Irfan 008; Sharifa Khalid Alduraibi; Ahmed Ali (Sensors, 2022)

A Single-Channel Wireless EEG Headset Enabled Neural Activities Analysis for Mental Healthcare Applications. - Ahmed Ali; Riaz Afridi; Toufique Ahmed Soomro; Saeed Ahmed Khan; Muhammad Yousaf Ali Khan; Bhawani Shankar Chowdhry (Wirel. Pers. Commun., 2022)

Dual-Branch U-Net Architecture for Retinal Lesions Segmentation on Fundus Image. - Ming Yin 002; Toufique Ahmed Soomro; Fayyaz Ali Jandan; Ayoub Fatihi; Faisal Bin Ubaid; Muhammad Irfan 008; Ahmed J. Afifi; Saifur Rahman; Sergii Telenyk; Grzegorz Nowakowski (IEEE Access, 2023)

Design and Development of Low-cost Wearable Electroencephalograms (EEG) Headset. - Riaz Muhammad; Ahmed Ali; M. Abid Anwar; Toufique Ahmed Soomro; Omar AlShorman; Adel Alshahrani; Mahmoud Masadeh; Ghulam Md Ashraf; Naif H. Ali; Muhammad Irfan 008; Athanasios Alexiou (Intell. Autom. Soft Comput., 2023)

Improved Brain Tumor Segmentation and Classification in Brain MRI With FCM-SVM: A Diagnostic Approach. - Samar M. Alqhtani; Toufique Ahmed Soomro; Ahmed Ali Shah; Abdul Aziz Memon; Muhammad Irfan 008; Saifur Rahman; Mohammed Jalalah; Abdulkarem Hussein Mohammed Almawgani; Ladon Ahmed Bade Eljak (IEEE Access, 2024)

Optimized Brain Tumor Detection: A Dual-Module Approach for MRI Image Enhancement and Tumor Classification. - Abdullah A. Asiri; Toufique Ahmed Soomro; Ahmed Ali Shah; Ganna Pogrebna; Muhammad Irfan 008; Saeed Alqahtani (IEEE Access, 2024)

Feature extraction of multimodal medical image fusion using novel deep learning and contrast enhancement method. - Jameel Ahmed Bhutto; Jiang Guosong; Ziaur Rahman 002; Muhammad Ishfaq; Zhengzheng Sun; Toufique Ahmed Soomro (Appl. Intell., 2024)

The State of Retinal Image Analysis: Deep Learning Advances and Applications. - Toufique Ahmed Soomro; Faisal Bin Ubaid; Shehnila Zardari; Ahmed Ali Shah; Marwah M. Alansari; Shimaa A. Nagro (IEEE Access, 2025)

The Role of AI in Early Detection of Life-Threatening Diseases: A Retinal Imaging Perspective. - Tariq Mahmood Khan; Toufique Ahmed Soomro; Imran Razzak (CoRR, 2025)